Tutorials: Building a Model Prediction Server

Thursday - April 20th, 2023 1:30 p.m.-5 p.m. in 250E

Presented by:

Experience Level:

Some experience


In predictive modeling, training a model is only half the battle; predictions typically need to be “served” to other systems in production via an API or similar interface.

In this tutorial we’ll start with a trained scikit-learn model and build a working FastAPI application to deliver its predictions in realtime. No prior experience with API development is expected.